void mcxDiagnosticsAttractor
( const char* ffn_attr
, const mclMatrix* clus2elem
, const mcxDumpParam dumpParam
)
{ int n_nodes = clus2elem->n_range
; int n_written = dumpParam->n_written
; mclMatrix* mtx_Ascore = mclxAllocZero(n_written, n_nodes)
; mcxIO* xfOut = mcxIOnew(ffn_atr, "w")
; dim d = 0
; if (mcxIOopen(xfOut, RETURN_ON_FAIL) == STATUS_FAIL)
{ mclxFree(&mtx_Ascore)
; mcxIOfree(&xfOut)
; return
; }
; for(d=0; d<n_written; d++)
{ mclMatrix* iterand = *(dumpParam->iterands+d)
; mclVector* vec_Ascore = NULL
; if (iterands->n_cols != n_nodes || iterand->n_range != n_nodes)
{ fprintf(stderr, "mcxDiagnosticsAttractor: dimension error\n")
; mcxExit(1)
; }
vec_Ascore = mcxAttractivityScale(iterand)
; mclvRenew((mtx_Ascore->cols+d), vec_Ascore->ivps, vec_Ascore->n_ivps)
; mclvFree(&vec_Ascore)
; }
mclxbWrite(mtx_Ascore, xfOut, RETURN_ON_FAIL)
; mclxFree(mtx_Ascore)
; }
static mclx* control_test
( mclx* clnext
, const mclx* clctrl
)
{ if (!clctrl)
return clnext
; { mclx* meet = clmMeet(clctrl, clnext)
; dim dist_ctrl_curr, dist_curr_ctrl
; clmSJDistance
(clnext, clctrl, NULL, NULL, &dist_curr_ctrl, &dist_ctrl_curr)
; mcxLog
( MCX_LOG_APP
, me
, "distance to control: %lu %lu %lu"
, (ulong) (dist_curr_ctrl + dist_ctrl_curr)
, (ulong) dist_curr_ctrl
, (ulong) dist_ctrl_curr
)
; if (dist_curr_ctrl <= dist_ctrl_curr)
{ mclxFree(&clnext)
; clnext = meet
; }
else
mclxFree(&meet)
; }
return clnext
; }
void test_for_cycles
( mclx* mx
)
{ mclx* tp = mclxTranspose(mx)
; mclv* fwd = mclxColSizes(mx, MCL_VECTOR_COMPLETE)
; mclv* bwd = mclxColSizes(tp, MCL_VECTOR_COMPLETE)
; dim i, n_cycle = 0
; for (i=0;i<bwd->n_ivps;i++)
{ ofs level_up = fire_node(mx, i, NULL)
; ofs level_dn = fire_node(tp, i, NULL)
; if (level_up < 0 || level_dn < 0)
fprintf(stderr, " [%lu cycle]", (ulong) i)
, n_cycle++
; }
if (n_cycle)
fputc('\n', stderr)
; mclvFree(&bwd)
; mclvFree(&fwd)
; mclxFree(&tp)
; fprintf
( stderr
, "file with %lu edges has %d cycles\n"
, (ulong) mclxNrofEntries(mx)
, (int) n_cycle
)
; exit(n_cycle ? 1 : 0)
; }
static int test_cycle
( const mclx* mx
, dim n_limit
)
{ mclv* starts = run_through(mx), *starts2
; if (starts->n_ivps)
{ dim i
; if (n_limit)
{ mclx* mxt = mclxTranspose(mx)
; starts2 = run_through(mxt)
; mclxFree(&mxt)
; mclvBinary(starts, starts2, starts, fltMultiply)
; mcxErr
(me, "cycles detected (%u nodes)", (unsigned) starts->n_ivps)
; if (starts->n_ivps)
{ fprintf(stdout, "%lu", (ulong) starts->ivps[0].idx)
; for (i=1; i<MCX_MIN(starts->n_ivps, n_limit); i++)
fprintf(stdout, " %lu", (ulong) starts->ivps[i].idx)
; fputc('\n', stdout)
; }
else
mcxErr(me, "strange, no nodes selected")
; }
else
mcxErr(me, "cycles detected")
; return 1
; }
mcxTell(me, "no cycles detected")
; return 0
; }
int mclDagTest
( const mclMatrix* dag
)
{ mclv* v_transient = mclvCopy(NULL, dag->dom_cols)
; mclx* m_transient = NULL
; int maxdepth = 0
; dim d
; mclvMakeCharacteristic(v_transient)
; for (d=0;d<N_COLS(dag);d++)
{ mclv* col = dag->cols+d
; if (mclvGetIvp(col, col->vid, NULL)) /* deemed attractor */
mclvInsertIdx(v_transient, col->vid, 0.25)
; }
mclvSelectGqBar(v_transient, 0.5)
; m_transient = mclxSub(dag, v_transient, v_transient)
;if(0)mclxDebug("-", m_transient, 3, "transient")
; maxdepth = calc_depth(m_transient)
; mclxFree(&m_transient)
; mclvFree(&v_transient)
; return maxdepth
; }
static mclx* get_coarse
( const mclx* mxbase
, mclx* clprev
, mcxbool add_transpose
)
{ mclx* blockc = mclxBlocksC(mxbase, clprev)
; mclx* clprevtp = mclxTranspose(clprev)
; mclx *p1 = NULL /* p_roduct */
; mclx* mx_coarse= NULL
; mclxMakeStochastic(clprev)
/****************** <EXPERIMENTAL CRAP> ************************************/
; if (hdp_g)
mclxUnary(clprev, fltxPower, &hdp_g)
/* parameter: use mxbase rather than blockc */
; if (getenv("MCLCM_BLOCK_STOCHASTIC")) /* this works very badly! */
mclxMakeStochastic(blockc)
; else if (getenv("MCLCM_BASE_UNSCALE") && start_col_sums_g)
{ dim i
; for (i=0;i<N_COLS(blockc);i++)
{ double f = start_col_sums_g->ivps[i].val
; mclvUnary(blockc->cols+i, fltxMul, &f)
; }
; }
/****************** </EXPERIMENTAL> *****************************************/
p1 = mclxCompose(blockc, clprev, 0)
;if (0)
{mcxIO* t = mcxIOnew("-", "w")
;mclxWrite(blockc, t, MCLXIO_VALUE_GETENV, EXIT_ON_FAIL)
;
}
; mclxFree(&blockc)
; mx_coarse = mclxCompose(clprevtp, p1, 0)
; if (add_transpose)
mclxAddTranspose(mx_coarse, 0.0)
; mclxAdjustLoops(mx_coarse, mclxLoopCBremove, NULL)
; mclxFree(&p1)
; mclxFree(&clprevtp)
; mclxMakeCharacteristic(clprev)
; return mx_coarse
; }
mclMatrix* mclInterpret
( mclMatrix* dag
)
{ mclv* v_attr = mclvCopy(NULL, dag->dom_cols)
; mclx* m_attr = NULL, *m_cls = NULL, *m_clst = NULL
; dim d
; mclvMakeCharacteristic(v_attr)
; for (d=0;d<N_COLS(dag);d++)
{ mclv* col = dag->cols+d
; if (mclvGetIvp(col, col->vid, NULL)) /* deemed attractor */
mclvInsertIdx(v_attr, col->vid, 2.0)
; }
mclvSelectGqBar(v_attr, 1.5)
; m_attr = mclxSub(dag, v_attr, v_attr)
; mclxAddTranspose(m_attr, 1.0)
; m_cls = clmUGraphComponents(m_attr, NULL) /* attractor systems as clusters */
; mclvCopy(m_cls->dom_rows, dag->dom_cols) /* add all nodes to this cluster matrix */
; m_clst = mclxTranspose(m_cls) /* nodes(columns) with zero neighbours need to be classified */
; mclgUnionvReset(dag) /* make mx->dom-rows characteristic */
; mclxFree(&m_cls)
; for (d=0;d<N_COLS(dag);d++)
{ mclv* closure, *clsids
; if (mclvGetIvp(v_attr, dag->cols[d].vid, NULL))
continue /* attractor already classified */
; closure = get_closure(dag, dag->cols+d) /* take all [neighbours of [neighbours of [..]]] */
; clsids = mclgUnionv(m_clst, closure, NULL, SCRATCH_READY, NULL)
; mclvAdd(m_clst->cols+d, clsids, m_clst->cols+d)
; mclvFree(&clsids)
; mclvFree(&closure)
; }
m_cls = mclxTranspose(m_clst)
; mclxFree(&m_attr)
; mclxFree(&m_clst)
; mclvFree(&v_attr)
; return m_cls
; }
static void tf_do_mcl
( mclx* mx
, double infl
, mcxbool add_transpose
)
{ mclx* mx2 = NULL, *mx3 = NULL, *cl = NULL
; mclAlgParam* mlp = NULL
; char* argv2[] = { NULL }
; mcxstatus s
; if (add_transpose)
{ mx2 = mclxCopy(mx)
; mclxAddTranspose(mx2, 0.0)
; }
s = mclAlgInterface
( &mlp
, argv2
, 0
, NULL
, add_transpose ? mx2 : mx
, ALG_CACHE_INPUT
)
; do
{ if (s)
{ mcxErr("tf-mcl", "unexpected failure")
; break
; }
mlp->mpp->mainInflation = infl
; if (mclAlgorithm(mlp) == STATUS_FAIL)
break
; if (!(cl = mclAlgParamRelease(mlp, mlp->cl_result)))
break
; mclAlgParamRelease(mlp, mlp->mx_input) /* now we own it again, either mx2 or mx */
; mx3 = mclxBlockUnion2(mx, cl)
; mclxTransplant(mx, &mx3) /* this frees mx3 */
; }
while (0)
; mclxFree(&cl)
; mclxFree(&mx2)
; mclAlgParamFree(&mlp, TRUE)
; }
static void write_coarse
( mcxIO* xf_coarse
, mclx* mx_coarse
)
{ mclx* tmp = mclxCopy(mx_coarse)
; double mv = mclxMaxValue(tmp)
; double sc = mv ? mv / 100.0 : 1.0
; mclxUnary(tmp, fltxScale, &sc)
; mclxaWrite(tmp, xf_coarse, 4, RETURN_ON_FAIL)
; mclxFree(&tmp)
; }
static int calc_depth
( mclx* m_transient
)
{ mclx* m_inverse = mclxTranspose(m_transient)
;
dim c, depth = 0
;
if(0)puts("")
;
for (c=0; c<N_COLS(m_inverse); c++)
{ dim this_depth = 0
;
if (!m_inverse->cols[c].n_ivps) /* no incoming nodes */
{ mclv* next = mclxGetVector(m_transient, m_inverse->cols[c].vid, RETURN_ON_FAIL, NULL)
;
if (!next)
continue
;
mclgUnionvInitList(m_transient, next)
;
do
{ mclv* next2 = mclgUnionv(m_transient, next, NULL, SCRATCH_UPDATE, NULL)
;
if (0 && next->ivps)
fprintf(stdout, "chain %d ->\n", (int) m_inverse->cols[c].vid)
, mclvaDump(next, stdout, -1, " ", 0)
;
if (this_depth) /* otherwise starting vector in matrix */
mclvFree(&next)
;
next = next2
;
this_depth++
;
}
while (next->n_ivps)
;
mclvFree(&next) /* did loop at least once, so not the starting vector */
;
mclgUnionvReset(m_transient)
;
}
if (this_depth > depth)
depth = this_depth
;
}
mclxFree(&m_inverse)
;
return depth
;
}
static void integrate_results
( mclxCat* cat
)
{ dim i
; qsort(cat->level, cat->n_level, sizeof(mclxAnnot), annot_cmp_coarse_first)
; for (i=1;i<cat->n_level;i++)
{ mclx* meet = clmMeet(cat->level[i-1].mx, cat->level[i].mx)
; mclxFree(&(cat->level[i].mx))
; cat->level[i].mx = meet
; }
mclxCatReverse(cat)
; }
void write_clustering
( mclx* cl
, const mclx* clprev
, mcxIO* xfcone
, mcxIO* xfstack
, const char* plexprefix
, int multiplex_idx
, const mclAlgParam* mlp
)
{
/* this branch is also taken for dispatch mode */
if (plexprefix)
{ mcxTing* clname = mcxTingPrint(NULL, "%s.%03d", plexprefix, multiplex_idx)
; mcxIO* xfout = mcxIOnew(clname->str, "w")
; if (dispatch_g && mlp && !mcxIOopen(xfout, RETURN_ON_FAIL))
fprintf(xfout->fp, "# %s\n", mlp->cline->str)
; mclxaWrite(cl, xfout, MCLXIO_VALUE_NONE, RETURN_ON_FAIL)
; mcxTingFree(&clname)
; mcxIOfree(&xfout)
; }
if (subcluster_g || dispatch_g)
return
; if (xfstack)
mclxaWrite(cl, xfstack, MCLXIO_VALUE_NONE, RETURN_ON_FAIL)
; if (xfcone && !clprev)
mclxaWrite(cl, xfcone, MCLXIO_VALUE_NONE, RETURN_ON_FAIL)
; else if (xfcone)
{ mclx* clprevt = mclxTranspose(clprev)
; mclx* contracted = mclxCompose(clprevt, cl, 0)
; mclxMakeCharacteristic(contracted)
; mclxaWrite(contracted, xfcone, MCLXIO_VALUE_NONE, RETURN_ON_FAIL)
; mclxFree(&clprevt)
; mclxFree(&contracted)
; }
}
int main
( int argc
, const char* argv[]
)
{ mcxIO* xf1, *xf2
; mclx* mx1, *mx2
; mcxbits modes = 0
; mcxLogLevel =
MCX_LOG_AGGR | MCX_LOG_MODULE | MCX_LOG_IO | MCX_LOG_GAUGE | MCX_LOG_WARN
; mclx_app_init(stdout)
; if (argc < 4)
mcxUsage(stdout, me, usagelines)
, mcxExit(0)
; modes = atoi(argv[1])
; xf1 = mcxIOnew(argv[2], "r")
; xf2 = mcxIOnew(argv[3], "r")
; mx1 = mclxRead(xf1, EXIT_ON_FAIL)
; mx2 = mclxRead(xf2, EXIT_ON_FAIL)
; pairwise_setops(mx1, mx2, modes)
; if (modes & MMM_DUMPMX)
{ mcxIO* xo = mcxIOnew("out.mmm", "w")
; mclxWrite(mx1, xo, MCLXIO_VALUE_GETENV, RETURN_ON_FAIL)
; }
mclxFree(&mx1)
; mclxFree(&mx2)
; mcxIOfree(&xf1)
; mcxIOfree(&xf2)
; return 0
; }
static void mclg_tf_step
( mclx* mx
, dim i
)
{ dim j
; mclx* input = mx
; for (j=0;j<i;j++)
{ mclx* st = mclxCompose(mx, mx, 0)
; if (j)
mclxFree(&mx)
; mx = st
; }
if (i)
mclxTransplant(input, &mx)
; }
mclx* handle_query
( mclx* mx
, mcxIO* xfmx
, mcxTing* sa
, mcxTing* sb
)
{ if (!strcmp(sa->str, ":top"))
handle_top(mx, sb)
; else if (!strcmp(sa->str, ":list"))
handle_list(mx, sb)
; else if (!strcmp(sa->str, ":reread"))
{ mclxFree(&mx)
; if (xfabc_g)
{ streamer_g.tab_sym_in = tab_g
;
mx
= mclxIOstreamIn
( xfabc_g
, MCLXIO_STREAM_ABC
| (input_status != 'd' ? MCLXIO_STREAM_MIRROR : 0)
| MCLXIO_STREAM_SYMMETRIC
| MCLXIO_STREAM_GTAB_RESTRICT /* docme/fixme need to check for tab_g ? */
, NULL
, mclpMergeMax
, &streamer_g /* has tab, if present */
, EXIT_ON_FAIL
)
; mcxIOclose(xfabc_g)
; }
else
{ mx
= mclxReadx
(xfmx, EXIT_ON_FAIL, MCLX_REQUIRE_GRAPH | MCLX_REQUIRE_CANONICAL)
; mcxIOclose(xfmx)
; }
mclxAdjustLoops(mx, mclxLoopCBremove, NULL)
; }
else if (!strcmp(sa->str, ":clcf"))
handle_clcf(mx, sb)
; else if (!strcmp(sa->str, ":tf"))
{ handle_tf(mx, sb)
; mcxTell(me, "graph now has %lu arcs", (ulong) mclxNrofEntries(mx))
; }
else
fprintf(stderr, "(error unknown-query (:clcf#1 :list#1 :reread :top#1))\n")
; return mx
; }
void dag_diff_select
( mclx* mx
, mclTab* tab
, mcxIO* xfdiff
, double child_diff_lq
, double parent_diff_gq
)
{ dim i
; mclx* dag = mclxAllocClone(mx)
; for (i=0;i<N_COLS(mx); i++)
{ mclv* v = mx->cols+i
; dim j
; for (j=0;j<v->n_ivps;j++)
{ dim idx = v->ivps[j].idx
; double valv = v->ivps[j].val
; mclv* t = mclxGetVector(mx, idx, EXIT_ON_FAIL, NULL)
; mclp* p = mclvGetIvp(t, v->vid, NULL)
; double valt = p ? p->val : 0.0
; double delta = valv - valt
; double lg = valv, sm = valt
; double child_diff, parent_diff
; int v_is_child = 0
; if (delta < 0)
delta = -delta
, lg=valt, sm=valv
, v_is_child = 1
; child_diff = sm
; parent_diff = lg
;if(0 && i==111)
fprintf(stderr, "nb %d delta %g\n", (int) idx, delta)
; if (child_diff > child_diff_lq || parent_diff < parent_diff_gq)
NOTHING
; else
{ if (v_is_child)
mclvInsertIdx(dag->cols+i, idx, delta)
; else
mclvInsertIdx(dag->cols+(t-mx->cols), v->vid, delta)
; }
}
}
; mclxWrite(dag, xfdiff, MCLXIO_VALUE_GETENV, EXIT_ON_FAIL)
; mclxFree(&dag)
; }
int main
( int argc
, const char* argv[]
)
{ mcxIO
*xfcl = NULL
, *xfctrl = NULL
, *xfcoarse= NULL
, *xfbase = NULL
, *xfcone = NULL
, *xfstack = NULL
; mclx* mxbase, *cl, *cl_coarse, *clprev, *clctrl = NULL
; mcxTing* shared = mcxTingNew("-I 4 -overlap split")
; mcxbool root = TRUE
; mcxbool have_bootstrap = FALSE
; const char* plexprefix = NULL
; const char* stem = "mcl"
; mcxbool same = FALSE
; mcxbool plex = TRUE
; mcxbool add_transpose = FALSE
; const char* b2opts = NULL
; const char* b1opts = NULL
; mcxbits write_modes = 0
; mclAlgParam* mlp = NULL
; mcxstatus status = STATUS_OK
; mcxstatus parse_status = STATUS_OK
; int multiplex_idx = 1
; int N = 0
; int n_ite = 0
; dim n_components = 0, n_cls = 0
; int a = 1, i= 0
; int n_arg_read = 0
; int delta = 0
; mcxOption* opts, *opt
; mcxTing* cline = mcxOptArgLine(argv+1, argc-1, '\'')
; mclgTF* transform = NULL
; mcxTing* transform_spec = NULL
; double iaf = 0.84
; mclx_app_init(stderr)
; if (0)
mcxLogLevel =
MCX_LOG_AGGR | MCX_LOG_MODULE | MCX_LOG_IO | MCX_LOG_GAUGE | MCX_LOG_WARN
; else
mcxLogLevelSetByString("xf4g1")
; mcxOptAnchorSortById(options, sizeof(options)/sizeof(mcxOptAnchor) -1)
; if (argc == 2 && argv[1][0] == '-' && mcxOptIsInfo(argv[1], options))
delta = 1
; else if (argc < 2)
{ help(options, shared)
; exit(0)
; }
opts = mcxOptExhaust
(options, (char**) argv, argc, 2-delta, &n_arg_read, &parse_status)
; if (parse_status != STATUS_OK)
{ mcxErr(me, "initialization failed")
; exit(1)
; }
; for (opt=opts;opt->anch;opt++)
{ mcxOptAnchor* anch = opt->anch
; switch(anch->id)
{ case MY_OPT_HELP
: help(options, shared)
; exit(0)
;
case MY_OPT_APROPOS
: help(options, shared)
; exit(0)
; break
;
case MY_OPT_NMAX
: N = atoi(opt->val)
; break
;
case MY_OPT_Z
: help(NULL, shared)
; exit(0)
; break
;
case MY_OPT_SHARED
: mcxTingPrintAfter(shared, " %s", opt->val)
; break
;
case MY_OPT_TRANSFORM
: transform_spec = mcxTingNew(opt->val)
; break
;
case MY_OPT_B1
: b1opts = opt->val
; break
;
case MY_OPT_B2
: b2opts = opt->val
; break
;
case ALG_OPT_SETENV
: mcxSetenv(opt->val)
; break
;
case ALG_OPT_QUIET
: mcxLogLevelSetByString(opt->val)
; break
;
case MY_OPT_HDP
: hdp_g = atof(opt->val)
; break
;
case MY_OPT_ADDTP
: add_transpose = TRUE
; break
;
case MY_OPT_ANNOT /* only used in command-line copying */
: break
;
case MY_OPT_IAF
: iaf = atof(opt->val) / 100
; break
;
case MY_OPT_WRITE
: if (strstr(opt->val, "stack"))
write_modes |= OUTPUT_STACK
; if (strstr(opt->val, "cone"))
write_modes |= OUTPUT_CONE
; if (strstr(opt->val, "levels"))
write_modes |= OUTPUT_STEPS
; if (strstr(opt->val, "coarse"))
write_modes |= OUTPUT_COARSE
; if (strstr(opt->val, "base"))
write_modes |= OUTPUT_BASE
; break
;
case MY_OPT_BASENAME
: xfbase = mcxIOnew(opt->val, "w")
; break
;
case MY_OPT_COARSE
: xfcoarse = mcxIOnew(opt->val, "w")
; break
;
case MY_OPT_CONE
: xfcone = mcxIOnew(opt->val, "w")
; break
;
case MY_OPT_ROOT
: root = strchr("1yY", (u8) opt->val[0]) ? TRUE : FALSE
; break
;
case MY_OPT_STACK
: xfstack = mcxIOnew(opt->val, "w")
; break
;
case MY_OPT_STEM
: stem = opt->val
; break
;
case MY_OPT_MULTIPLEX
: plex = strchr("yY1", (unsigned char) opt->val[0]) ? TRUE : FALSE
; break
;
case MY_OPT_DISPATCH
: dispatch_g = TRUE
; break
;
case MY_OPT_INTEGRATE
: integrate_g = TRUE
; break
;
case MY_OPT_CONTRACT
: break
;
case MY_OPT_SUBCLUSTERX
: subclusterx_g = TRUE, subcluster_g = TRUE
; break
;
case MY_OPT_SUBCLUSTER
: subcluster_g = TRUE
; break
;
case MY_OPT_CONTROL
: xfctrl = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_CL
: xfcl = mcxIOnew(opt->val, "r")
; have_bootstrap = TRUE
; break
;
case MY_OPT_VERSION
: app_report_version(me)
; exit(0)
;
default
: mcxExit(1)
;
}
}
mcxOptFree(&opts)
; a = 2 + n_arg_read
; if (a < argc)
{ if (strcmp(argv[a], "--"))
mcxDie
( 1
, me
, "trailing %s options require standalone '--' separator (found %s)"
, integrate_g ? "integrate" : "mcl"
, argv[a]
)
; a++
; }
if (subcluster_g + dispatch_g + integrate_g > 1)
mcxDie(1, me, "too many modes!")
; if (N && N < argc-a)
mcxErr(me, "-n argument leaves spurious option specifications")
; srandom(mcxSeed(89315))
; signal(SIGALRM, mclSigCatch)
; if (dispatch_g)
plexprefix = "dis"
; else if (!write_modes || (write_modes & OUTPUT_STEPS))
plexprefix = stem
; { mcxTing* tg = mcxTingEmpty(NULL, 30)
; if ((write_modes & OUTPUT_COARSE) && !xfcoarse)
mcxTingPrint(tg, "%s.%s", stem, "coarse")
, xfcoarse = mcxIOnew(tg->str, "w")
; if ((write_modes & OUTPUT_BASE) && !xfbase)
mcxTingPrint(tg, "%s.%s", stem, "base")
, xfbase = mcxIOnew(tg->str, "w")
; if
( (!write_modes || (write_modes & OUTPUT_CONE))
&& !xfcone
)
{ mcxTingPrint(tg, "%s.%s", stem, "cone")
; xfcone = mcxIOnew(tg->str, "w")
; mcxIOopen(xfcone, EXIT_ON_FAIL)
; fprintf(xfcone->fp, "# %s %s\n", argv[0], cline->str)
; }
if ((write_modes & OUTPUT_STACK) && !xfstack)
{ mcxTingPrint(tg, "%s.%s", stem, "stack")
; xfstack = mcxIOnew(tg->str, "w")
; mcxIOopen(xfstack, EXIT_ON_FAIL)
; fprintf(xfstack->fp, "# %s %s\n", argv[0], cline->str)
; }
mcxTingFree(&tg)
; }
if (integrate_g)
{ for (i=a;i<argc;i++)
{ mcxIO* xf = mcxIOnew(argv[i], "r")
; mclx* cl = mclxRead(xf, EXIT_ON_FAIL)
; mclxCatPush(&stck_g, cl, NULL, NULL, mclxCBdomStack, NULL, "dummy-integrate", n_cls++)
; }
integrate_results(&stck_g)
; if (xfstack)
mclxCatWrite(xfstack, &stck_g, MCLXIO_VALUE_NONE, RETURN_ON_FAIL)
; if (xfcone)
mclxCatConify(&stck_g)
, mclxCatWrite(xfcone, &stck_g, MCLXIO_VALUE_NONE, RETURN_ON_FAIL)
; return 0
; }
for (i=a;i<argc;i++)
{ if (get_interface(NULL, argv[1], shared->str, argv[i], NULL, 0, RETURN_ON_FAIL))
mcxDie(1, me, "error while testing mcl options viability (%s)", argv[i])
; }
mcxLog(MCX_LOG_APP, me, "pid %ld", (long) getpid())
/* make sure clusters align with this cluster
* status: does not seem promising.
*/
; if (xfctrl)
clctrl = mclxRead(xfctrl, EXIT_ON_FAIL)
;
/*
* Below: compute cl and mxbase.
*/
; if (xfcl)
{ cl = mclxRead(xfcl, EXIT_ON_FAIL)
; write_clustering
(cl, NULL, xfcone, xfstack, plexprefix, multiplex_idx++, NULL)
; if (subcluster_g || dispatch_g)
mclxCatPush(&stck_g, cl, NULL, NULL, mclxCBdomStack, NULL, "dummy-mclcm", n_cls++)
; mcxIOfree(&xfcl)
; if (!b1opts && !b2opts)
b1opts = ""
; mxbase = get_base(argv[1], NULL, b1opts, b2opts)
; }
else
{ mcxbits CACHE = b1opts || b2opts
? ALG_CACHE_INPUT /* cache, transform later */
: ALG_CACHE_START
; get_interface
( &mlp
, argv[1]
, shared->str
, a < argc ? argv[a] : NULL
, NULL
, CACHE
, EXIT_ON_FAIL
)
; if (a < argc)
a++
; if ((status = mclAlgorithm(mlp)) == STATUS_FAIL)
{ mcxErr(me, "failed at initial run")
; exit(1)
; }
cl_coarse = mclAlgParamRelease(mlp, mlp->cl_result)
; cl_coarse = control_test(cl_coarse, clctrl)
; write_clustering
(cl_coarse, NULL, xfcone, xfstack, plexprefix, multiplex_idx++, mlp)
; if (subcluster_g || dispatch_g)
mclxCatPush(&stck_g, cl_coarse, NULL, NULL, mclxCBdomStack, NULL, "dummy-mclcm", n_cls++)
; cl = cl_coarse
; n_ite++
; if (b1opts || b2opts)
{ mclx* mx_input = mclAlgParamRelease(mlp, mlp->mx_input)
; mxbase = get_base(NULL, mx_input, b1opts, b2opts)
/* ^ get_base frees mx_input */
; }
else
mxbase = mclAlgParamRelease(mlp, mlp->mx_start)
; }
clprev = cl
; mclAlgParamFree(&mlp, TRUE)
; if (xfbase)
{ dim nre = mclxNrofEntries(mxbase)
; mcxLog(MCX_LOG_APP, me, "base has %lu entries", (ulong) nre)
; mclxaWrite(mxbase, xfbase, MCLXIO_VALUE_GETENV, EXIT_ON_FAIL)
; mcxIOclose(xfbase)
; }
if (subcluster_g || dispatch_g)
iaf = iaf ? 1/iaf : 1.414
; while
( (!dispatch_g && (!N || n_ite < N))
|| (dispatch_g && a < argc)
)
{ mclx* mx_coarse = NULL, *clnext = NULL
; dim dist_new_prev = 0, dist_prev_new = 0
; mclx* clnew = NULL
; mcxbool faith = FALSE
; double inflation = -1.0
; if (subcluster_g)
mx_coarse
= subclusterx_g
? mclxBlockPartition(mxbase, clprev, 50)
: mclxBlockUnion(mxbase, clprev)
/* have to copy mxbase as mx_coarse is freed.
* Even if it were not freed, it is probably transformed.
*/
; else if (dispatch_g)
mx_coarse = mclxCopy(mxbase)
; else
{ mx_coarse = get_coarse(mxbase, clprev, add_transpose)
; if (n_ite == 1)
{ mclx* cc = clmUGraphComponents(mx_coarse, NULL) /* fixme; mx_coarse garantueed UD ? */
; n_components = N_COLS(cc)
; mclxFree(&cc)
; }
}
if (xfcoarse)
write_coarse(xfcoarse, mx_coarse)
; get_interface
( &mlp
, NULL
, shared->str
, a < argc ? argv[a] : NULL
, mx_coarse
, ALG_CACHE_START
, EXIT_ON_FAIL
)
; inflation = mlp->mpp->mainInflation
; BIT_OFF(mlp->modes, ALG_DO_SHOW_PID | ALG_DO_SHOW_JURY)
; if ((status = mclAlgorithm(mlp)) == STATUS_FAIL)
{ mcxErr(me, "failed")
; mcxExit(1)
; }
cl_coarse = mclAlgParamRelease(mlp, mlp->cl_result)
; if (xfcoarse)
mclxaWrite(cl_coarse, xfcoarse, MCLXIO_VALUE_NONE, RETURN_ON_FAIL)
; if (dispatch_g || subcluster_g)
clnext = cl_coarse
; else
clnext = mclxCompose(clprev, cl_coarse, 0)
, clnext = control_test(clnext, clctrl)
, mclxFree(&cl_coarse)
; clmSJDistance
(clprev, clnext, NULL, NULL, &dist_prev_new, &dist_new_prev)
; if (dist_prev_new + dist_new_prev)
{ write_clustering
(clnext, clprev, xfcone, xfstack, plexprefix, multiplex_idx++, mlp)
; clnew = clnext
; if (subcluster_g || dispatch_g)
mclxCatPush(&stck_g, clnext, NULL, NULL, mclxCBdomStack, NULL, "dummy-mclcm", n_cls++)
; else
mclxFree(&clprev)
; clprev = clnew
; }
else if
( N_COLS(clnext) > n_components
&& inflation * iaf > 1.2
&& inflation * iaf < 10
)
{ mclxFree(&clnext)
; inflation *= iaf
; mcxTingPrintAfter(shared, " -I %.2f", inflation)
; mcxLog(MCX_LOG_APP, me, "setting inflation to %.2f", inflation)
; faith = TRUE
; }
/* i.e. vanilla mode, contraction */
else if (!subcluster_g && !dispatch_g)
{ mclx* cc
; mclxFree(&clnext)
; mclxAddTranspose(mx_coarse, 1.0)
; cc = clmUGraphComponents(mx_coarse, NULL)
; if (N_COLS(cc) < N_COLS(clprev))
{ mclx* ccback = mclxCompose(clprev, cc, 0)
; write_clustering
(ccback, clprev, xfcone, xfstack, plexprefix, multiplex_idx++, NULL)
; mclxFree(&clprev)
; clprev = ccback
; mcxTell(me, "connected components added as root clustering")
; }
if (root && N_COLS(cc) > 1)
{ mclx* root = mclxCartesian
( mclvCanonical(NULL, 1, 0)
, mclvCopy(NULL, mxbase->dom_cols)
, 1.0
)
; write_clustering
(root, clprev, xfcone, xfstack, plexprefix, multiplex_idx++, NULL)
; mclxFree(&clprev)
; mcxTell(me, "universe added as root clustering")
; clprev = root
; clnew = NULL
; }
mclxFree(&cc)
; }
else if (subcluster_g || dispatch_g)
mclxFree(&clnext)
; mclAlgParamFree(&mlp, TRUE) /* frees mx_coarse */
; if (!clnew && !faith)
{ same = TRUE
; break
; }
a++
; if (dispatch_g && a == argc)
break
; n_ite++
; }
if (same)
mcxLog(MCX_LOG_MODULE, me, "no further contraction: halting")
; if (dispatch_g)
integrate_results(&stck_g)
; else if (subcluster_g)
mclxCatReverse(&stck_g)
; if (dispatch_g || subcluster_g)
{ dim j
; if (xfstack)
mclxCatWrite(xfstack, &stck_g, MCLXIO_VALUE_NONE, RETURN_ON_FAIL)
; if (xfcone && ! mclxCatConify(&stck_g))
mclxCatWrite(xfcone, &stck_g, MCLXIO_VALUE_NONE, RETURN_ON_FAIL)
; for (j=0;j<stck_g.n_level;j++)
{ mclxAnnot* an = stck_g.level+j
; mclxFree(&an->mx)
; }
mcxFree(stck_g.level)
; }
mcxIOfree(&xfcoarse)
; mcxIOfree(&xfbase)
; mcxIOfree(&xfcone)
; mcxIOfree(&xfstack)
; mcxTingFree(&shared)
; if (!dispatch_g && !subcluster_g) /* fixme fixme fixme */
mclxFree(&clprev)
; mclxFree(&mxbase)
; mclvFree(&start_col_sums_g)
; mcxTingFree(&cline)
; helpful_reminder()
; return STATUS_OK
; }
static dim clm_clm_adjust
( mclx* mx
, mclx* cl
, dim cls_size_max
, mclx** cl_adjustedpp
, mclv** cid_affectedpp
, mclv** nid_affectedpp
)
{ dim i, j, n_adjusted = 0
; mclx* cl_adj = mclxCopy(cl)
; mclv* cid_affected = mclvClone(cl->dom_cols)
; mclv* nid_affected = mclvClone(mx->dom_cols)
; double bar_affected = 1.5
; const char* e1 = getenv("MCL_ADJ_FMAX")
; const char* e2 = getenv("MCL_ADJ_EMASS")
; double f1 = e1 ? atof(e1) : 2
; double f2 = e2 ? atof(e2) : 3
; mcxbool loggit = mcxLogGet( MCX_LOG_CELL | MCX_LOG_INFO )
; clmVScore sc
; mclx *el_to_cl = NULL
; mclx *el_on_cl = NULL
; mclx *cl_on_cl = NULL
; mclx *cl_on_el = NULL
; *cl_adjustedpp = NULL
; *cid_affectedpp = NULL
; *nid_affectedpp = NULL
; clmCastActors
(&mx, &cl, &el_to_cl, &el_on_cl, &cl_on_cl, &cl_on_el, 0.95)
; mclxFree(&cl_on_cl)
; mclxFree(&cl_on_el)
; mclvMakeConstant(cid_affected, 1.0)
; mclvMakeConstant(nid_affected, 1.0)
; for (i=0;i<N_COLS(cl_adj);i++)
cl_adj->cols[i].val = 0.5
/* Proceed with smallest clusters first.
* Caller has to take care of mclxColumnsRealign
*/
; for (i=0;i<N_COLS(cl);i++)
{ mclv* clself = cl->cols+i
/* Only consider nodes in clusters of
* size <= cls_size_max
*/
; if (cls_size_max && clself->n_ivps > cls_size_max)
break
/* Clusters that have been marked for inclusion
* cannot play.
*/
; if (cl_adj->cols[i].val > 1)
continue
; for (j=0;j<clself->n_ivps;j++)
{ long nid = clself->ivps[j].idx
; long nos = mclvGetIvpOffset(mx->dom_cols, nid, -1)
; mclv* clidvec = mclxGetVector(el_on_cl, nid, RETURN_ON_FAIL, NULL)
; double eff_alien_bsf = 0.0, eff_alien_max_bsf = 0.0 /* best so far*/
; double eff_self = 0.0, eff_self_max = 0.0
; long cid_alien = -1, cid_self = -1
; clmVScore sc_self = { 0 }, sc_alien = { 0 }
; dim f
; if (nos < 0 || !clidvec)
{ mcxErr
("clmDumpNodeScores panic", "node <%ld> does not belong", nid)
; continue
; }
clmVScanDomain(mx->cols+nos, clself, &sc)
; clmVScoreCoverage(&sc, &eff_self, &eff_self_max)
; cid_self = clself->vid
; sc_self = sc
; if (loggit)
mcxLog2
( us
, "node %ld in cluster %ld eff %.3f,%.3f sum %.3f"
, nid
, cid_self
, eff_self
, eff_self_max
, sc.sum_i
)
; for (f=0;f<clidvec->n_ivps;f++)
{ long cid = clidvec->ivps[f].idx
; mclv* clvec = mclxGetVector(cl, cid, RETURN_ON_FAIL, NULL)
/* ^ overdoing: cid == clvec->vid */
; double eff, eff_max
; if (!clvec)
{ mcxErr
( "clmAdjust panic"
, "cluster <%ld> node <%ld> mishap"
, cid
, nid
)
; continue
; }
/* fixme: document or remove first condition
*
*/
if ((0 && clvec->n_ivps <= clself->n_ivps) || clvec->vid == cid_self)
continue
; clmVScanDomain(mx->cols+nos, clvec, &sc)
; clmVScoreCoverage(&sc, &eff, &eff_max)
#if 0
# define PIVOT eff > eff_alien_bsf
#else
# define PIVOT eff_max > eff_alien_max_bsf
#endif
; if
( PIVOT
|| sc.sum_i >= 0.5
)
eff_alien_bsf = eff
, eff_alien_max_bsf = eff_max
, cid_alien = clvec->vid
, sc_alien = sc
; if (sc.sum_i >= 0.5)
break
; }
if (loggit)
mcxLog2
( us
, " -> best alien %ld eff %.3f,%.3f sum %.3f"
, cid_alien
, eff_alien_bsf
, eff_alien_max_bsf
, sc_alien.sum_i
)
/* below: use sum_i as mass fraction
* (clmAdjust framework uses stochastic * matrix)
*/
; if
( cid_alien >= 0
&& cid_self >= 0
&& f1 * sc_alien.max_i >= sc_self.max_i
&& ( ( eff_alien_bsf > eff_self
&& sc_alien.sum_i > sc_self.sum_i
)
|| ( pow(sc_alien.sum_i, f2) >= sc_self.sum_i
&& pow(eff_self, f2) <= eff_alien_bsf
)
)
/* So, if max is reasonable
* and efficiency is better and mass is better
* or if mass is ridiculously better -> move
* Somewhat intricate and contrived, yes.
*/
)
{ mclv* acceptor
= mclxGetVector(cl_adj, cid_alien, RETURN_ON_FAIL, NULL)
; mclv* donor
= mclxGetVector(cl_adj, cid_self, RETURN_ON_FAIL, NULL)
; if (!donor || !acceptor || acceptor == donor)
continue
; mclvInsertIdx(donor, nid, 0.0)
; mclvInsertIdx(acceptor, nid, 1.0)
; acceptor->val = 1.5
; if (mcxLogGet(MCX_LOG_LIST))
{ mclv* nb = mx->cols+nos
; double mxv = mclvMaxValue(nb)
; double avg = nb->n_ivps ? mclvSum(nb) / nb->n_ivps : -1.0
; mcxLog
( MCX_LOG_LIST
, us
, "mov %ld (%ld %.2f %.2f)"
" %ld (cv=%.2f cm=%.2f s=%.2f m=%.2f #=%lu)"
" to %ld (cv=%.2f cm=%.2f s=%.2f m=%.2f #=%lu)"
, nid
, (long) nb->n_ivps, mxv, avg
, cid_self
, eff_self, eff_self_max, sc_self.sum_i, sc_self.max_i
, (ulong) (sc_self.n_meet + sc_self.n_ddif)
, cid_alien
, eff_alien_bsf, eff_alien_max_bsf, sc_alien.sum_i, sc_alien.max_i
, (ulong) (sc_alien.n_meet + sc_alien.n_ddif)
)
; }
n_adjusted++
; mclvInsertIdx(cid_affected, cid_alien, 2.0)
; mclvInsertIdx(cid_affected, cid_self, 2.0)
; mclvInsertIdx(nid_affected, nid, 2.0)
; }
}
}
mclxFree(&el_on_cl)
; mclxFree(&el_to_cl)
; for (i=0;i<N_COLS(cl_adj);i++)
cl_adj->cols[i].val = 0.0
; mclxMakeCharacteristic(cl)
; if (!n_adjusted)
{ mclxFree(&cl_adj)
; mclvFree(&cid_affected)
; mclvFree(&nid_affected)
; return 0
; }
mclxUnary(cl_adj, fltxCopy, NULL)
; mclxMakeCharacteristic(cl_adj)
/* FIRST REMOVE ENTRIES set to zero (sssst now .. */
/* ...) and THEN make it characteristic again */
; mclvUnary(cid_affected, fltxGT, &bar_affected)
; mclvUnary(nid_affected, fltxGT, &bar_affected)
; *cl_adjustedpp = cl_adj
; *cid_affectedpp = cid_affected
; *nid_affectedpp = nid_affected
; return n_adjusted
; }
dim clmAdjust
( mclx* mx
, mclx* cl
, dim cls_size_max
, mclx** cl_adjustedpp
, mclv** ls_adjustedpp /* nodes that moved around */
, dim* sjd_left
, dim* sjd_right
)
{ dim sum_adjusted = 0, n_ite = 0
; dim dist_curr_adj = 0, dist_adj_curr = 0
; mclx* cl_adj = NULL
; mclx* cl_curr = cl
; mclv* ls_adjusted = mclvInit(NULL)
; clmXScore score_curr, score_adj
; const char* me = "clmAdjust"
; *cl_adjustedpp = NULL
; *ls_adjustedpp = NULL
; while (1)
{ dim n_adjusted
; double cov_curr, cov_adj, frac_curr = 0.0, frac_adj = 0.0
; mclv* cid_affected = NULL, *nid_affected = NULL
; dim o, m, e
; if (n_ite++ >= 100)
break
; mclxColumnsRealign(cl_curr, mclvSizeCmp)
; if
( !(n_adjusted
= clm_clm_adjust
(mx, cl_curr, cls_size_max, &cl_adj, &cid_affected, &nid_affected)
)
)
break
; mcxTell
( me
, "assembled %lu nodes with %lu clusters affected"
, (ulong) n_adjusted
, (ulong) cid_affected->n_ivps
)
; clmXScanInit(&score_curr)
; clmXScanInit(&score_adj)
; clmXScanDomainSet(mx, cl_curr,cid_affected, &score_curr)
; clmXScanDomainSet(mx, cl_adj, cid_affected, &score_adj)
; clmXScoreCoverage(&score_curr, &cov_curr, NULL)
; clmXScoreCoverage(&score_adj , &cov_adj , NULL)
; if (score_curr.n_hits && score_adj.n_hits)
frac_curr = score_curr.sum_i / score_curr.n_hits
, frac_adj = score_adj.sum_i / score_adj.n_hits
; mcxLog
( MCX_LOG_LIST
, me
, "consider (%.5f|%.5f|%lu) vs (%.5f|%.5f|%lu)"
, cov_adj, frac_adj, (ulong) score_adj.n_hits
, cov_curr, frac_curr, (ulong) score_curr.n_hits
)
/* experience tells us that mcl's funneling
* worsens frac
*/
; if (frac_adj <= frac_curr)
{ mclvFree(&cid_affected)
; mclvFree(&nid_affected)
; break
; }
clmEnstrict(cl_adj, &o, &m, &e, 0)
; clmSJDistance(cl_curr, cl_adj, NULL, NULL, &dist_curr_adj, &dist_adj_curr)
; mcxLog
( MCX_LOG_AGGR
, me
, "distance %lu|%lu"
, (ulong) dist_curr_adj, (ulong) dist_adj_curr
)
; mclvAdd(ls_adjusted, nid_affected, ls_adjusted)
; if (cl_curr != cl)
mclxFree(&cl_curr)
; cl_curr = cl_adj
; sum_adjusted += n_adjusted
; mclvFree(&cid_affected)
; mclvFree(&nid_affected)
; }
if (cl_curr != cl) /* fixme free logic */
{ mclxColumnsRealign(cl_curr, mclvSizeRevCmp)
; *cl_adjustedpp = cl_curr
; *ls_adjustedpp = ls_adjusted
; clmSJDistance
(cl, cl_curr, NULL, NULL, &dist_curr_adj, &dist_adj_curr)
; if (sjd_left)
*sjd_left = dist_curr_adj
, *sjd_right = dist_adj_curr
; }
else
{ if (sjd_left)
*sjd_left = 0
, *sjd_right = 0
; mclvFree(&ls_adjusted)
; }
mcxLog
( MCX_LOG_AGGR
, me
, "total adjusted %lu, final distance %lu|%lu"
, (ulong) sum_adjusted
, (ulong) dist_curr_adj
, (ulong) dist_adj_curr
)
; mclxColumnsRealign(cl, mclvSizeRevCmp)
; return sum_adjusted
; }
static mcxstatus meetMain
( int argc
, const char* argv[]
)
{ mcxIO **xfmcs = NULL
; mclMatrix *lft = NULL
; mclMatrix *rgt = NULL
; mclMatrix *dst = NULL
; int a = 0
; int n_mx = 0
; int j
; dim o, m, e
; mclxIOsetQMode("MCLXIOVERBOSITY", MCL_APP_VB_YES)
; mclx_app_init(stderr)
; xfmcs = (mcxIO**) mcxAlloc
( (argc)*sizeof(mcxIO*)
, EXIT_ON_FAIL
)
; mcxIOopen(xfout, EXIT_ON_FAIL)
; for(j=a;j<argc;j++)
{ xfmcs[n_mx] = mcxIOnew(argv[j], "r")
; n_mx++
; }
if (!n_mx)
mcxDie(1, me, "at least one clustering matrix required")
/* Fixme: do a decent initialization with lft = clmTop() *before*
* this loop (removing the need for ugly tmp assignment), but that requires
* we know the correct domain to pass to it. For that, we need to peak into
* the first matrix.
*/
; for (j=0;j<n_mx;j++)
{ mclMatrix* tmp = mclxRead (xfmcs[j], EXIT_ON_FAIL)
; if (clmEnstrict(tmp, &o, &m, &e, ENSTRICT_SPLIT_OVERLAP))
report_partition("clmmeet", tmp, xfmcs[j]->fn, o, m, e)
, mcxExit(1)
; if (!lft)
{ lft = tmp
; continue
; }
else
rgt = tmp
; if (!MCLD_EQUAL(lft->dom_rows, rgt->dom_rows))
mcxDie
( 1
, me
, "domains not equal (files %s/%s)"
, xfmcs[j-1]->fn->str
, xfmcs[j]->fn->str
)
; mcxIOclose(xfmcs[j])
; dst = clmMeet(lft, rgt)
; lft = dst
; mclxFree(&rgt)
; }
mclxColumnsRealign(lft, mclvSizeRevCmp)
; mclxWrite(lft, xfout, MCLXIO_VALUE_NONE, EXIT_ON_FAIL)
; mclxFree(&lft)
; mcxIOfree(&xfout)
; free(xfmcs)
; return STATUS_OK
; }
static void vary_threshold
( mcxIO* xf
, FILE* fp
, int vary_a
, int vary_z
, int vary_s
, int vary_n
, unsigned mode
)
{ dim cor_i = 0, j
; int step
; mclx* mx
; unsigned long noe
; pval* allvals
; dim n_allvals = 0
; double sum_vals = 0.0
; mx = mclxRead(xf, EXIT_ON_FAIL)
; mcxIOclose(xf)
; if (transform)
mclgTFexec(mx, transform)
; noe = mclxNrofEntries(mx)
; allvals = mcxAlloc(noe * sizeof allvals[0], EXIT_ON_FAIL)
; if (!weight_scale)
{ if (mode == 'c')
weight_scale = 1.0
; else
weight_scale = vary_n
; }
n_allvals = get_n_sort_allvals(mx, allvals, noe, &sum_vals, FALSE)
; if (mode == 'c')
{ double smallest = n_allvals ? allvals[n_allvals-1] : -DBL_MAX
; if (vary_a * 1.0 / vary_n < smallest)
{ while (vary_a * 1.0 / vary_n < smallest)
vary_a++
; vary_a--
; }
mcxTell
( me
, "smallest correlation is %.2f, using starting point %.2f"
, smallest
, vary_a * 1.0 / vary_n
)
; }
if (output_flags & OUTPUT_TABLE)
{
;fprintf(fp, "L\tD\tR\tS\tcce\tEWmean\tEWmed\tEWiqr\tNDmean\tNDmed\tNDiqr\tCCF\t%s\n", mode == 'k' ? "kNN" : mode == 'l' ? "N" : "Cutoff")
;} else
{ if (output_flags & OUTPUT_KEY)
{
;fprintf(fp, "-------------------------------------------------------------------------------\n")
;fprintf(fp, " L Percentage of nodes in the largest component\n")
;fprintf(fp, " D Percentage of nodes in components of size at most %d [-div option]\n", (int) divide_g)
;fprintf(fp, " R Percentage of nodes not in L or D: 100 - L -D\n")
;fprintf(fp, " S Percentage of nodes that are singletons\n")
;fprintf(fp, " cce Expected size of component, nodewise [ sum(sz^2) / sum^2(sz) ]\n")
;fprintf(fp, "*EW Edge weight traits (mean, median and IQR, all scaled!)\n")
;fprintf(fp, " Scaling is used to avoid printing of fractional parts throughout.\n")
;fprintf(fp, " The scaling factor is %.2f [-report-scale option]\n", weight_scale)
;fprintf(fp, " ND Node degree traits [mean, median and IQR]\n")
;fprintf(fp, " CCF Clustering coefficient %s\n", compute_flags & COMPUTE_CLCF ? "(not computed; use --clcf to include this)" : "")
;fprintf(fp, " eff Induced component efficiency %s\n", compute_flags & COMPUTE_EFF ? "(not computed; use --eff to include this)" : "")
;if (mode == 'c')
fprintf(fp, "Cutoff The threshold used.\n")
;else if (mode == 't')
fprintf(fp, "*Cutoff The threshold with scale factor %.2f and fractional parts removed\n", weight_scale)
;else if (mode == 'k')
fprintf(fp, "k-NN The knn parameter\n")
;else if (mode == 'l')
fprintf(fp, "N The knn parameter (merge mode)\n")
;else if (mode == 'n')
fprintf(fp, "ceil The ceil parameter\n")
;fprintf(fp, "Total number of nodes: %lu\n", (ulong) N_COLS(mx))
;}
fprintf(fp, "-------------------------------------------------------------------------------\n")
;fprintf(fp, " L D R S cce *EWmean *EWmed *EWiqr NDmean NDmed NDiqr CCF eff %6s \n", mode == 'k' ? "k-NN" : mode == 'l' ? "N" : mode == 'n' ? "Ceil" : "Cutoff")
;fprintf(fp, "-------------------------------------------------------------------------------\n")
; }
for (step = vary_a; step <= vary_z; step += vary_s)
{ double cutoff = step * 1.0 / vary_n
; double eff = -1.0
; mclv* nnodes = mclvCanonical(NULL, N_COLS(mx), 0.0)
; mclv* degree = mclvCanonical(NULL, N_COLS(mx), 0.0)
; dim i, n_sample = 0
; double cor, y_prev, iqr = 0.0
; mclx* cc = NULL, *res = NULL
; mclv* sz, *ccsz = NULL
; int step2 = vary_z + vary_a - step
; sum_vals = 0.0
; if (mode == 't' || mode == 'c')
mclxSelectValues(mx, &cutoff, NULL, MCLX_EQT_GQ)
, res = mx
; else if (mode == 'k')
{ res = rebase_g ? mclxCopy(mx) : mx
; mclxKNNdispatch(res, step2, n_thread_l, 1)
; }
else if (mode == 'l')
{ res = mx
; mclxKNNdispatch(res, step2, n_thread_l, 0)
; }
else if (mode == 'n')
{ res = rebase_g ? mclxCopy(mx) : mx
; mclv* cv = mclgCeilNB(res, step2, NULL, NULL, NULL)
; mclvFree(&cv)
; }
sz = mclxColSizes(res, MCL_VECTOR_COMPLETE)
; mclvSortDescVal(sz)
; cc = clmUGraphComponents(res, NULL) /* fixme: user has to specify -tf '#max()' if graph is directed */
; if (cc)
{ ccsz = mclxColSizes(cc, MCL_VECTOR_COMPLETE)
; if (compute_flags & COMPUTE_EFF)
{ clmPerformanceTable pftable
; clmPerformance(mx, cc, &pftable)
; eff = pftable.efficiency
; }
}
if (mode == 't' || mode == 'c')
{ for
(
; n_allvals > 0 && allvals[n_allvals-1] < cutoff
; n_allvals--
)
; sum_vals = 0.0
; for (i=0;i<n_allvals;i++)
sum_vals += allvals[i]
; }
else if (mode == 'k' || mode == 'n' || mode == 'l')
{ n_allvals = get_n_sort_allvals(res, allvals, noe, &sum_vals, FALSE)
; }
levels[cor_i].sim_median= mcxMedian(allvals, n_allvals, sizeof allvals[0], pval_get_double, &iqr)
; levels[cor_i].sim_iqr = iqr
; levels[cor_i].sim_mean = n_allvals ? sum_vals / n_allvals : 0.0
; levels[cor_i].nb_median = mcxMedian(sz->ivps, sz->n_ivps, sizeof sz->ivps[0], ivp_get_double, &iqr)
; levels[cor_i].nb_iqr = iqr
; levels[cor_i].nb_mean = mclvSum(sz) / N_COLS(res)
; levels[cor_i].cc_exp = cc ? mclvPowSum(ccsz, 2.0) / N_COLS(res) : 0
; levels[cor_i].nb_sum = mclxNrofEntries(res)
; if (compute_flags & COMPUTE_CLCF)
{ mclv* clcf = mclgCLCFdispatch(res, n_thread_l)
; levels[cor_i].clcf = mclvSum(clcf) / N_COLS(mx)
; mclvFree(&clcf)
; }
else
levels[cor_i].clcf = 0.0
; levels[cor_i].threshold = mode == 'k' || mode == 'l' || mode == 'n' ? step2 : cutoff
; levels[cor_i].bigsize = cc ? cc->cols[0].n_ivps : 0
; levels[cor_i].n_single = 0
; levels[cor_i].n_edge = n_allvals
; levels[cor_i].n_lq = 0
; if (cc)
for (i=0;i<N_COLS(cc);i++)
{ dim n = cc->cols[N_COLS(cc)-1-i].n_ivps
; if (n == 1)
levels[cor_i].n_single++
; if (n <= divide_g)
levels[cor_i].n_lq += n
; else
break
; }
if (levels[cor_i].bigsize <= divide_g)
levels[cor_i].bigsize = 0
; y_prev = sz->ivps[0].val
/* wiki says:
A scale-free network is a network whose degree distribution follows a power
law, at least asymptotically. That is, the fraction P(k) of nodes in the
network having k connections to other nodes goes for large values of k as P(k)
~ k^−g where g is a constant whose value is typically in the range 2<g<3,
although occasionally it may lie outside these bounds.
*/
; for (i=1;i<sz->n_ivps;i++)
{ double y = sz->ivps[i].val
; if (y > y_prev - 0.5)
continue /* same as node degree seen last */
; nnodes->ivps[n_sample].val = log( (i*1.0) / (1.0*N_COLS(res))) /* x = #nodes >= k, as fraction */
; degree->ivps[n_sample].val = log(y_prev ? y_prev : 1) /* y = k = degree of node */
; n_sample++
;if(0)fprintf(stderr, "k=%.0f\tn=%d\t%.3f\t%.3f\n", (double) y_prev, (int) i, (double) nnodes->ivps[n_sample-1].val, (double) degree->ivps[n_sample-1].val)
; y_prev = y
; }
nnodes->ivps[n_sample].val = 0
; nnodes->ivps[n_sample++].val = log(y_prev ? y_prev : 1)
;if(0){fprintf(stderr, "k=%.0f\tn=%d\t%.3f\t%.3f\n", (double) sz->ivps[sz->n_ivps-1].val, (int) N_COLS(res), (double) nnodes->ivps[n_sample-1].val, (double) degree->ivps[n_sample-1].val)
;}
; mclvResize(nnodes, n_sample)
; mclvResize(degree, n_sample)
; cor = pearson(nnodes, degree, n_sample)
; levels[cor_i].degree_cor = cor * cor
;if(0)fprintf(stdout, "cor at cutoff %.2f %.3f\n\n", cutoff, levels[cor_i-1].degree_cor)
; mclvFree(&nnodes)
; mclvFree(°ree)
; mclvFree(&sz)
; mclvFree(&ccsz)
; mclxFree(&cc)
; if(output_flags & OUTPUT_TABLE)
{ fprintf
( fp
, "%lu\t%lu\t%lu\t%lu\t%lu"
"\t%6g\t%6g\t%6g"
"\t%6g\t%lu\t%6g"
, (ulong) levels[cor_i].bigsize
, (ulong) levels[cor_i].n_lq
, (ulong) N_COLS(mx) - levels[cor_i].bigsize - levels[cor_i].n_lq
, (ulong) levels[cor_i].n_single
, (ulong) levels[cor_i].cc_exp
, (double) levels[cor_i].sim_mean
, (double) levels[cor_i].sim_median
, (double) levels[cor_i].sim_iqr
, (double) levels[cor_i].nb_mean
, (ulong) levels[cor_i].nb_median
, (double) levels[cor_i].nb_iqr
)
; if (compute_flags & COMPUTE_CLCF) fprintf(fp, "\t%6g", levels[cor_i].clcf) ; else fputs("\tNA", fp)
; if (eff >= 0.0) fprintf(fp, "\t%4g", eff) ; else fputs("\tNA", fp)
; fprintf(fp, "\t%6g", (double) levels[cor_i].threshold)
; fputc('\n', fp)
; }
else
{ fprintf
( fp
, "%3d %3d %3d %3d %7d "
"%7.0f %7.0f %6.0f"
"%6.1f %6.0f %6.0f"
, 0 ? 1 : (int) (0.5 + (100.0 * levels[cor_i].bigsize) / N_COLS(mx))
, 0 ? 1 : (int) (0.5 + (100.0 * levels[cor_i].n_lq) / N_COLS(mx))
, 0 ? 1 : (int) (0.5 + (100.0 * (N_COLS(mx) - levels[cor_i].bigsize - levels[cor_i].n_lq)) / N_COLS(mx))
, 0 ? 1 : (int) (0.5 + (100.0 * levels[cor_i].n_single) / N_COLS(mx))
, 0 ? 1 : (int) (0.5 + levels[cor_i].cc_exp)
, 0 ? 1.0 : (double) (levels[cor_i].sim_mean * weight_scale)
, 0 ? 1.0 : (double) (levels[cor_i].sim_median * weight_scale)
, 0 ? 1.0 : (double) (levels[cor_i].sim_iqr * weight_scale)
, 0 ? 1.0 : (double) (levels[cor_i].nb_mean )
, 0 ? 1.0 : (double) (levels[cor_i].nb_median + 0.5 )
, 0 ? 1.0 : (double) (levels[cor_i].nb_iqr + 0.5 )
)
; if (compute_flags & COMPUTE_CLCF)
fprintf(fp, " %3d", 0 ? 1 : (int) (0.5 + (100.0 * levels[cor_i].clcf)))
; else
fputs(" -", fp)
; if (eff >= 0.0)
fprintf(fp, " %3d", (int) (0.5 + 1000 * eff))
; else
fputs(" -", fp)
; if (mode == 'c')
fprintf(fp, "%8.2f\n", (double) levels[cor_i].threshold)
; else if (mode == 't')
fprintf(fp, "%8.0f\n", (double) levels[cor_i].threshold * weight_scale)
; else if (mode == 'k' || mode == 'n' || mode == 'l')
fprintf(fp, "%8.0f\n", (double) levels[cor_i].threshold)
; }
; cor_i++
; if (res != mx)
mclxFree(&res)
; }
if (!(output_flags & OUTPUT_TABLE))
{ if (weefreemen)
{
fprintf(fp, "-------------------------------------------------------------------------------\n")
;fprintf(fp, "The graph below plots the R^2 squared value for the fit of a log-log plot of\n")
;fprintf(fp, "<node degree k> versus <#nodes with degree >= k>, for the network resulting\n")
;fprintf(fp, "from applying a particular %s cutoff.\n", mode == 'c' ? "correlation" : "similarity")
;fprintf(fp, "-------------------------------------------------------------------------------\n")
; for (j=0;j<cor_i;j++)
{ dim jj
; for (jj=30;jj<=100;jj++)
{ char c = ' '
; if (jj * 0.01 < levels[j].degree_cor && (jj+1.0) * 0.01 > levels[j].degree_cor)
c = 'X'
; else if (jj % 5 == 0)
c = '|'
; fputc(c, fp)
; }
if (mode == 'c')
fprintf(fp, "%8.2f\n", (double) levels[j].threshold)
; else
fprintf(fp, "%8.0f\n", (double) levels[j].threshold * weight_scale)
; }
fprintf(fp, "|----+----|----+----|----+----|----+----|----+----|----+----|----+----|--------\n")
;fprintf(fp, "| R^2 0.4 0.5 0.6 0.7 0.8 0.9 | 1.0 -o)\n")
;fprintf(fp, "+----+----+----+----+----+---------+----+----+----+----+----+----+----+ /\\\\\n")
;fprintf(fp, "| 2 4 6 8 2 4 6 8 | 2 4 6 8 | 2 4 6 8 | 2 4 6 8 | 2 4 6 8 | 2 4 6 8 | _\\_/\n")
;fprintf(fp, "+----+----|----+----|----+----|----+----|----+----|----+----|----+----+--------\n")
; }
else
fprintf(fp, "-------------------------------------------------------------------------------\n")
; }
mclxFree(&mx)
; mcxFree(allvals)
; }
static dim clm_clm_prune
( mclx* mx
, mclx* cl
, dim prune_sz
, mclx** cl_adjustedpp
, dim* n_sink
, dim* n_source
)
{ dim d, n_adjusted = 0
; mclx* cl_adj = mclxCopy(cl)
; mclv* cid_affected = mclvClone(cl->dom_cols)
; const char* me = "clmAssimilate"
; double bar_affected = 1.5
; mclx *el_to_cl = NULL
; mclx *el_on_cl = NULL
; mclx *cl_on_cl = NULL
; mclx *cl_on_el = NULL
; *n_sink = 0
; *n_source = 0
; mclvMakeConstant(cid_affected, 1.0)
; mclxColumnsRealign(cl_adj, mclvSizeCmp)
; *cl_adjustedpp = NULL
; clmCastActors
(&mx, &cl_adj, &el_to_cl, &el_on_cl, &cl_on_cl, &cl_on_el, 0.95)
; mclxFree(&cl_on_el)
; for (d=0;d<N_COLS(cl_on_cl);d++)
{ mclv* clthis = cl_adj->cols+d
; mclv* cllist = cl_on_cl->cols+d
; mclp* pself = mclvGetIvp(cllist, clthis->vid, NULL)
; double self_val = -1.0
; if (pself)
self_val = pself->val
, pself->val *= 1.001 /* to push it up in case of equal weights */
;if(0)fprintf(stderr, "test size %d\n", (int) clthis->n_ivps)
; if (prune_sz && clthis->n_ivps > prune_sz)
continue
; while (1)
{ mclv* clthat
; dim e
; if (cllist->n_ivps < 2)
break
; mclvSort(cllist, mclpValRevCmp)
/* now get biggest mass provided that cluster
* ranks higher (has at least as many entries)
*
* fixme/todo: we probably have a slight order
* dependency for some fringe cases. If provable
* then either solve or document it.
*/
; for (e=0;e<cllist->n_ivps;e++)
if (cllist->ivps[e].idx >= clthis->vid)
break
/* found none or itself */
; if (e == cllist->n_ivps || cllist->ivps[e].idx == clthis->vid)
break
; if /* Should Not Happen */
(!(clthat
= mclxGetVector(cl_adj, cllist->ivps[e].idx, RETURN_ON_FAIL, NULL)
) )
break
/* works for special case prune_sz == 0 */
/* if (clthat->n_ivps + clthis->n_ivps > prune_sz) */
/* ^iced. inconsistent behaviour as k grows. */
; { mcxLog
( MCX_LOG_LIST
, me
, "source %ld|%lu|%.3f absorbed by %ld|%lu|%.3f"
, clthis->vid, (ulong) clthis->n_ivps, self_val
, clthat->vid, (ulong) clthat->n_ivps, cllist->ivps[0].val
)
; n_adjusted += clthis->n_ivps
; (*n_sink)++
/* note: we could from our precomputed cl_on_cl
* obtain that A is absorbed in B, B is absorbed in C.
* below we see that A will be merged with B,
* and the result will then be merged with C.
* This depends on the fact that cl_adj is ordered
* on increasing cluster size.
*/
; mcldMerge(cl_adj->cols+d, clthat, clthat)
; mclvResize(cl_adj->cols+d, 0)
; mclvInsertIdx(cid_affected, clthat->vid, 2.0)
; }
break
; }
mclvSort(cllist, mclpIdxCmp)
; }
mclxFree(&cl_on_cl)
; mclxFree(&el_on_cl)
; mclxFree(&el_to_cl)
; mclxMakeCharacteristic(cl)
; mclvUnary(cid_affected, fltxGT, &bar_affected)
; *n_source = cid_affected->n_ivps
; mclvFree(&cid_affected)
; mclxColumnsRealign(cl_adj, mclvSizeRevCmp)
; if (!n_adjusted)
{ mclxFree(&cl_adj)
; return 0
; }
mclxUnary(cl_adj, fltxCopy, NULL)
; mclxMakeCharacteristic(cl_adj)
; *cl_adjustedpp = cl_adj
; return n_adjusted
; }
void clmDumpNodeScores
( const char* name
, mclx* mx
, mclx* cl
, mcxenum mode
)
{ dim d, e
; clmVScore sc
; if (mode == CLM_NODE_SELF)
{ for (d=0;d<N_COLS(cl);d++)
{ ofs o = -1
; dim clsize = cl->cols[d].n_ivps
; for (e=0;e<clsize;e++)
{ long idx = cl->cols[d].ivps[e].idx
; o = mclxGetVectorOffset(mx, idx, EXIT_ON_FAIL, o)
; mx->cols[o].val = mclvSum(mx->cols+o) /* fixme stupid dependency. */
; clmVScanDomain(mx->cols+o, cl->cols+d, &sc)
; clm_dump_line
(name, &sc, idx, cl->cols[d].vid, mx->cols[o].n_ivps, clsize, 0)
; }
}
/* fixme: sum_e not set, pbb due to missing clmCastActors */
}
else if (mode == CLM_NODE_INCIDENT)
{ mclx *el_to_cl = NULL
; mclx *el_on_cl = NULL
; mclx *cl_on_cl = NULL
; mclx *cl_on_el = NULL
; clmCastActors
(&mx, &cl, &el_to_cl, &el_on_cl, &cl_on_cl, &cl_on_el, 0.95)
; mclxFree(&cl_on_cl)
; mclxFree(&cl_on_el)
; for (d=0;d<N_COLS(mx);d++)
{ long nid = mx->cols[d].vid
; long nsize = mx->cols[d].n_ivps
; mclv* clidvec = mclxGetVector(el_on_cl, nid, RETURN_ON_FAIL, NULL)
; mclv* clself = mclxGetVector(el_to_cl, nid, RETURN_ON_FAIL, NULL)
; dim f
; if (!clself)
mcxErr
("clmDumpNodeScores panic", "node <%ld> does not belong", nid)
; for (f=0;f<clidvec->n_ivps;f++)
{ long cid = clidvec->ivps[f].idx
; mclv* clvec = mclxGetVector(cl, cid, RETURN_ON_FAIL, NULL)
/* ^ overdoing: cid == clvec->vid */
; int alien
; if (!clvec)
{ mcxErr
( "clmDumpNodeScores panic"
, "cluster <%ld> node <%ld> mishap"
, cid
, nid
)
; continue
; }
clmVScanDomain(mx->cols+d, clvec, &sc)
; alien = clself && clvec->vid == clself->ivps[0].idx ? 0 : 1
; clm_dump_line
(name, &sc, nid, clvec->vid, nsize, clvec->n_ivps, alien)
; }
}
mclxFree(&el_on_cl)
; mclxFree(&el_to_cl)
; }
}
int main
( int argc
, const char* argv[]
)
{ mcxIO* xf_tab = NULL
; mcxIO* xf_tabr = NULL
; mcxIO* xf_tabc = NULL
; mcxIO* xf_restrict_tab = NULL
; mcxIO* xf_restrict_tabr = NULL
; mcxIO* xf_restrict_tabc = NULL
; mcxIO* xf_mx = mcxIOnew("-", "r")
; mcxIO* xfout = NULL
; const char* fndump = "-"
; mclTab* tabr = NULL
; mclTab* tabc = NULL
; mclTab* restrict_tabr = NULL
; mclTab* restrict_tabc = NULL
; mcxbool transpose = FALSE
; mcxbool lazy_tab = FALSE
; mcxbool write_tabc = FALSE
; mcxbool write_tabr = FALSE
; mcxbool cat = FALSE
; mcxbool tree = FALSE
; mcxbool skel = FALSE
; mcxbool newick = FALSE
; mcxbits newick_bits = 0
; mcxbits cat_bits = 0
; dim catmax = 1
; dim n_max = 0
; dim table_nlines = 0
; dim table_nfields = 0
; int split_idx = 1
; int split_inc = 1
; const char* split_stem = NULL
; const char* sort_mode = NULL
; mcxTing* line = mcxTingEmpty(NULL, 10)
; mcxbits modes = MCLX_DUMP_VALUES
; mcxbits mode_dump = MCLX_DUMP_PAIRS
; mcxbits mode_part = 0
; mcxbits mode_loop = MCLX_DUMP_LOOP_ASIS
; mcxbits mode_matrix = 0
; int digits = MCLXIO_VALUE_GETENV
; mcxOption* opts, *opt
; mcxstatus parseStatus = STATUS_OK
; mcxLogLevel =
MCX_LOG_AGGR | MCX_LOG_MODULE | MCX_LOG_IO | MCX_LOG_GAUGE | MCX_LOG_WARN
; mclxIOsetQMode("MCLXIOVERBOSITY", MCL_APP_VB_YES)
; mclx_app_init(stderr)
; mcxOptAnchorSortById(options, sizeof(options)/sizeof(mcxOptAnchor) -1)
; opts = mcxOptParse(options, (char**) argv, argc, 1, 0, &parseStatus)
; if (!opts)
exit(0)
; for (opt=opts;opt->anch;opt++)
{ mcxOptAnchor* anch = opt->anch
; switch(anch->id)
{ case MY_OPT_HELP
: case MY_OPT_APROPOS
: mcxOptApropos(stdout, me, syntax, 0, 0, options)
; return 0
;
case MY_OPT_VERSION
: app_report_version(me)
; return 0
;
case MY_OPT_TAB
: xf_tab = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_TABC
: xf_tabc = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_TABR
: xf_tabr = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_OUTPUT
: fndump = opt->val
; break
;
case MY_OPT_SEP_LEAD
: sep_lead_g = opt->val
; break
;
case MY_OPT_SEP_FIELD
: sep_row_g = opt->val
; break
;
case MY_OPT_SEP_CAT
: sep_cat_g = opt->val
; break
;
case MY_OPT_SEP_VAL
: sep_val_g = opt->val
; break
;
case MY_OPT_PREFIXC
: prefixc_g = opt->val
; break
;
case MY_OPT_RESTRICT_TAB
: xf_restrict_tab = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_RESTRICT_TABC
: xf_restrict_tabc = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_RESTRICT_TABR
: xf_restrict_tabr = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_LAZY_TAB
: lazy_tab = TRUE
; break
;
case MY_OPT_NO_VALUES
: BIT_OFF(modes, MCLX_DUMP_VALUES)
; break
;
case MY_OPT_DUMP_RLINES
: mode_dump = MCLX_DUMP_LINES
; BIT_ON(modes, MCLX_DUMP_NOLEAD)
; break
;
case MY_OPT_DUMP_VLINES
: mode_dump = MCLX_DUMP_LINES
; BIT_ON(modes, MCLX_DUMP_LEAD_VALUE)
; break
;
case MY_OPT_DUMP_LINES
: mode_dump = MCLX_DUMP_LINES
; break
;
case MY_OPT_OMIT_EMPTY
: BIT_ON(modes, MCLX_DUMP_OMIT_EMPTY)
; break
;
case MY_OPT_SORT
: sort_mode = opt->val
; break
;
case MY_OPT_NO_LOOPS
: mode_loop = MCLX_DUMP_LOOP_NONE
; break
;
case MY_OPT_CAT_LIMIT
: n_max = atoi(opt->val)
; break
;
case MY_OPT_SPLIT_STEM
: split_stem = opt->val
; sep_cat_g = NULL
; break
;
case MY_OPT_FORCE_LOOPS
: mode_loop = MCLX_DUMP_LOOP_FORCE
; break
;
case MY_OPT_SKEL
: skel = TRUE
; break
;
case MY_OPT_WRITE_TABC
: write_tabc = TRUE
; break
;
case MY_OPT_DIGITS
: digits = strtol(opt->val, NULL, 10)
; break
;
case MY_OPT_WRITE_TABR
: write_tabr = TRUE
; break
;
case MY_OPT_DUMP_RDOM
: transpose = TRUE
; skel = TRUE
; mode_dump = MCLX_DUMP_LINES
; break
;
case MY_OPT_DUMP_CDOM
: skel = TRUE
; mode_dump = MCLX_DUMP_LINES
; break
;
case MY_OPT_IMX
: mcxIOnewName(xf_mx, opt->val)
; break
;
case MY_OPT_ICL
: mcxIOnewName(xf_mx, opt->val)
; mode_dump = MCLX_DUMP_LINES
; BIT_ON(modes, MCLX_DUMP_NOLEAD)
; BIT_OFF(modes, MCLX_DUMP_VALUES)
; break
;
case MY_OPT_TREECAT
: mcxIOnewName(xf_mx, opt->val)
; tree = TRUE
; cat_bits |= MCLX_PRODUCE_DOMSTACK
; break
;
case MY_OPT_CAT
: mcxIOnewName(xf_mx, opt->val)
; cat = TRUE
; break
;
case MY_OPT_DUMP_MATRIX
: mode_matrix |= MCLX_DUMP_MATRIX
; break
;
case MY_OPT_TRANSPOSE
: transpose = TRUE
; break
;
case MY_OPT_DUMP_UPPER
: mode_part = MCLX_DUMP_PART_UPPER
; break
;
case MY_OPT_DUMP_UPPERI
: mode_part = MCLX_DUMP_PART_UPPERI
; break
;
case MY_OPT_DUMP_LOWER
: mode_part = MCLX_DUMP_PART_LOWER
; break
;
case MY_OPT_DUMP_LOWERI
: mode_part = MCLX_DUMP_PART_LOWERI
; break
;
case MY_OPT_DUMP_NOLEAD
: BIT_ON(modes, MCLX_DUMP_NOLEAD)
; break
;
case MY_OPT_NEWICK_MODE
: if (strchr(opt->val, 'N'))
newick_bits |= (MCLX_NEWICK_NONL | MCLX_NEWICK_NOINDENT)
; if (strchr(opt->val, 'I'))
newick_bits |= MCLX_NEWICK_NOINDENT
; if (strchr(opt->val, 'B'))
newick_bits |= MCLX_NEWICK_NONUM
; if (strchr(opt->val, 'S'))
newick_bits |= MCLX_NEWICK_NOPTHS
; newick = TRUE
; break
;
case MY_OPT_DUMP_NEWICK
: newick = TRUE
; break
;
case MY_OPT_DUMP_TABLE
: mode_dump = MCLX_DUMP_TABLE
; break
;
case MY_OPT_TABLE_NFIELDS
: table_nfields = atoi(opt->val)
; break
;
case MY_OPT_TABLE_NLINES
: table_nlines = atoi(opt->val)
; break
;
case MY_OPT_DUMP_PAIRS
: mode_dump = MCLX_DUMP_PAIRS
; break
; }
}
; if (skel)
cat_bits |= MCLX_READ_SKELETON
; modes |= mode_loop | mode_dump | mode_part | mode_matrix
; xfout = mcxIOnew(fndump, "w")
; mcxIOopen(xfout, EXIT_ON_FAIL)
; mcxIOopen(xf_mx, EXIT_ON_FAIL)
; if (cat || tree)
catmax = n_max ? n_max : 0
; if ((write_tabc || write_tabr) && !xf_tab)
mcxDie(1, me, "need a single tab file (-tab option) with --write-tabc or --write-tabr")
; if (xf_tab && mcxIOopen(xf_tab, RETURN_ON_FAIL))
mcxDie(1, me, "no tab")
; else
{ if (xf_tabr && mcxIOopen(xf_tabr, RETURN_ON_FAIL))
mcxDie(1, me, "no tabr")
; if (xf_tabc && mcxIOopen(xf_tabc, RETURN_ON_FAIL))
mcxDie(1, me, "no tabc")
; }
{ if (xf_restrict_tab && mcxIOopen(xf_restrict_tab, RETURN_ON_FAIL))
mcxDie(1, me, "no restriction tab")
; else
{ if (xf_restrict_tabr && mcxIOopen(xf_restrict_tabr, RETURN_ON_FAIL))
mcxDie(1, me, "no restriction tabr")
; if (xf_restrict_tabc && mcxIOopen(xf_restrict_tabc, RETURN_ON_FAIL))
mcxDie(1, me, "no restriction tabc")
; }
/* fixme: below is pretty boilerplate, happens in other places as well */
if (xf_restrict_tab)
{ if (!(restrict_tabr = mclTabRead (xf_restrict_tab, NULL, RETURN_ON_FAIL)))
mcxDie(1, me, "error reading restriction tab")
; restrict_tabc = restrict_tabr
; mcxIOclose(xf_restrict_tab)
; }
else
{ if (xf_restrict_tabr)
{ if (!(restrict_tabr = mclTabRead(xf_restrict_tabr, NULL, RETURN_ON_FAIL)))
mcxDie(1, me, "error reading restriction tabr")
; mcxIOclose(xf_restrict_tabr)
; }
if (xf_restrict_tabc)
{ if (!(restrict_tabc = mclTabRead(xf_restrict_tabc, NULL, RETURN_ON_FAIL)))
mcxDie(1, me, "error reading restriction tabc")
; mcxIOclose(xf_restrict_tabc)
; }
}
}
/* fixme: restructure code to include bit below */
if (write_tabc || write_tabr)
{ mclv* dom_cols = mclvInit(NULL)
; mclv* dom_rows = mclvInit(NULL)
; mclv* dom = write_tabc ? dom_cols : dom_rows
; if (!(tabc = mclTabRead(xf_tab, NULL, RETURN_ON_FAIL)))
mcxDie(1, me, "error reading tab file")
; if (mclxReadDomains(xf_mx, dom_cols, dom_rows))
mcxDie(1, me, "error reading matrix file")
; mcxIOclose(xf_mx)
/* fixme check status */
; mclTabWrite(tabc, xfout, dom, RETURN_ON_FAIL)
; mcxIOclose(xfout)
; return 0
; }
if (newick)
{ mcxTing* thetree
; mclxCat cat
; if (xf_tab && !(tabr = mclTabRead(xf_tab, NULL, RETURN_ON_FAIL)))
mcxDie(1, me, "error reading tab file")
; mclxCatInit(&cat)
; if
( mclxCatRead
( xf_mx
, &cat
, 0
, NULL
, tabr ? tabr->domain : NULL
, MCLX_CATREAD_CLUSTERTREE | MCLX_ENSURE_ROOT
)
)
mcxDie(1, me, "failure reading file")
; thetree = mclxCatNewick(&cat, tabr, newick_bits)
; fwrite(thetree->str, 1, thetree->len, xfout->fp)
; fputc('\n', xfout->fp)
; mcxIOclose(xfout)
; return 0
; }
while (1)
{ mclxIOdumper dumper
; mclxCat cat
; dim i
; if (xf_tab && !lazy_tab)
cat_bits |= MCLX_REQUIRE_GRAPH
; mclxCatInit(&cat)
; if (mclxCatRead(xf_mx, &cat, catmax, NULL, NULL, cat_bits))
break
; for (i=0;i<cat.n_level;i++)
{ mclx* mx = cat.level[i].mx
; if (restrict_tabr || restrict_tabc)
{ mclx* sub
; sub
= mclxSub
( mx
, restrict_tabc
? restrict_tabc->domain
: mx->dom_cols
, restrict_tabr
? restrict_tabr->domain
: mx->dom_rows
)
; mx = sub
; }
/* noteme fixme dangersign mx now may violate some 'cat' invariant */
if (sort_mode)
{ if (!strcmp(sort_mode, "size-ascending"))
mclxColumnsRealign(mx, mclvSizeCmp)
; else if (!strcmp(sort_mode, "size-descending"))
mclxColumnsRealign(mx, mclvSizeRevCmp)
; else
mcxErr(me, "unknown sort mode <%s>", sort_mode)
; if (catmax != 1)
mcxErr(me, "-sort option and cat mode may fail or corrupt")
; }
if (xf_tab && !tabr)
{ if (!( tabr = mclTabRead
(xf_tab, lazy_tab ? NULL : mx->dom_rows, RETURN_ON_FAIL)
) )
mcxDie(1, me, "consider using --lazy-tab option")
; tabc = tabr
; mcxIOclose(xf_tab)
; }
else
{ if (!tabr && xf_tabr)
{ if (!(tabr = mclTabRead
(xf_tabr, lazy_tab ? NULL : mx->dom_rows, RETURN_ON_FAIL)
) )
mcxDie(1, me, "consider using --lazy-tab option")
; mcxIOclose(xf_tabr)
; }
if (!tabc && xf_tabc)
{ if (!( tabc = mclTabRead
(xf_tabc, lazy_tab ? NULL : mx->dom_cols, RETURN_ON_FAIL)
) )
mcxDie(1, me, "consider using --lazy-tab option")
; mcxIOclose(xf_tabc)
; }
}
; if (transpose)
{ mclx* tp = mclxTranspose(mx)
; mclxFree(&mx)
; mx = tp
; if (tabc || tabr)
{ mclTab* tabt = tabc
; tabc = tabr
; tabr = tabt
; }
}
if (mode_dump == MCLX_DUMP_TABLE)
BIT_ON(modes, MCLX_DUMP_TABLE_HEADER)
; mclxIOdumpSet(&dumper, modes, sep_lead_g, sep_row_g, sep_val_g)
; dumper.table_nlines = table_nlines
; dumper.table_nfields = table_nfields
; dumper.prefixc = prefixc_g
; if (split_stem)
{ mcxTing* ting = mcxTingPrint(NULL, "%s.%03d", split_stem, split_idx)
; mcxIOclose(xfout)
; mcxIOrenew(xfout, ting->str, "w")
; split_idx += split_inc
; }
if
( mclxIOdump
( mx
, xfout
, &dumper
, tabc
, tabr
, digits
, RETURN_ON_FAIL
) )
mcxDie(1, me, "something suboptimal")
; mclxFree(&mx)
; if (sep_cat_g && i+1 < cat.n_level)
fprintf(xfout->fp, "%s\n", sep_cat_g)
; }
break
; }
mcxIOfree(&xf_mx)
; mcxIOfree(&xfout)
; mcxIOfree(&xf_tab)
; mcxIOfree(&xf_tabr)
; mcxIOfree(&xf_tabc)
; mcxTingFree(&line)
; return 0
; }
static mcxstatus collectMain
( int argc
, const char* argv[]
)
{ aggr* collect = NULL
; int a
; dim i, collect_n = 0
; mclTab* tab = NULL
; double avg = 0.0
; mclx* aggr = NULL, *mx = NULL
/* mcxHash* map = NULL */
; mcxIO* xfout = mcxIOnew(out_g, "w")
; mcxIOopen(xfout, EXIT_ON_FAIL)
; if
( transform_spec
&& (!(transform = mclgTFparse(NULL, transform_spec)))
)
mcxDie(1, me, "input -tf spec does not parse")
; if (xftab_g)
tab = mclTabRead(xftab_g, NULL, EXIT_ON_FAIL)
/* map not used; perhaps someday we want to map labels to indexes?
* in that case, we could also simply reverse the tab when reading ..
, map = mclTabHash(tab)
*/
; if (!collect_g)
mcxDie(1, me, "require one of --paste, --add-column, --add-matrix")
; if (argc)
{ if (collect_g == 'm')
{ mcxIO* xf = mcxIOnew(argv[0], "r")
; mcxIOopen(xf, EXIT_ON_FAIL)
; aggr = mclxRead(xf, EXIT_ON_FAIL)
; mcxIOfree(&xf)
; }
else
collect_n = do_a_file(&collect, argv[0], 0)
; }
if (tab && collect_n != N_TAB(tab) + (header_g ? 1 : 0))
mcxErr
( me
, "tab has differing size (%lu vs %lu), continuing anyway"
, (ulong) N_TAB(tab)
, (ulong) (collect_n ? collect_n -1 : 0)
)
; for (a=1;a<argc;a++)
{ if (collect_g == 'm')
{ mcxIO* xf = mcxIOnew(argv[a], "r")
; mcxIOopen(xf, EXIT_ON_FAIL)
; mx = mclxRead(xf, EXIT_ON_FAIL)
; mclxAugment(aggr, mx, fltop_g)
; mcxIOfree(&xf)
; mclxFree(&mx)
; }
else
do_a_file(&collect, argv[a], collect_n)
; }
if (collect_g == 'm')
{ if (transform)
mclgTFexec(aggr, transform)
; if (mcx_wb_g)
mclxbWrite(aggr, xfout, EXIT_ON_FAIL)
; else
mclxWrite(aggr, xfout, MCLXIO_VALUE_GETENV, EXIT_ON_FAIL)
; mcxIOclose(xfout)
; exit(0)
; }
/* fimxe: dispatch on binary_g */
for (i=0;i<collect_n;i++)
{ const char* lb = collect[i].label
; if (!i && collect[i].columns && collect_g != 'p')
{ fprintf(xfout->fp, "%s\t%s\n", lb, collect[i].columns->str)
; continue
; }
if (tab && (!header_g || i > 0))
{ unsigned u = atoi(lb)
; lb = mclTabGet(tab, u, NULL)
; if (TAB_IS_NA(tab, lb))
mcxDie(1, me, "no label found for index %ld - abort", (long) u)
; }
if (summary_g)
avg += collect[i].val
; else
{ if (collect_g == 'p')
fprintf(xfout->fp, "%s%s\n", lb, collect[i].columns->str)
; else
fprintf(xfout->fp, "%s\t%.8g\n", lb, collect[i].val)
; }
}
if (summary_g && collect_n)
{ dim middle1 = (collect_n-1)/2, middle2 = collect_n/2
; qsort(collect, collect_n, sizeof collect[0], aggr_cmp_val)
; avg /= collect_n
; fprintf /* --summary option is a bit rubbish interface-wise */
( xfout->fp
, "%g %g %g %g\n"
, collect[0].val
, (collect[middle1].val + collect[middle2].val) / 2
, collect[collect_n-1].val
, avg
)
; }
return STATUS_OK
; }
void get_attr
( mclx* mx
, mclTab* tab
, mcxIO* xfattr
)
{ mclx* tp = mclxTranspose(mx)
; mclx* G = mclxAdd(mx, tp)
; mclv* fwd = mclxColSizes(mx, MCL_VECTOR_COMPLETE)
; mclv* bwd = mclxColSizes(tp, MCL_VECTOR_COMPLETE)
; mclx* cc = clmComponents(G, NULL)
; mclx* node2cc = mclxTranspose(cc)
; dim i, n_cycle = 0
; fprintf(xfattr->fp, "node\tup\tdown\tnparent\tnchild\tndag\n")
; for (i=0;i<bwd->n_ivps;i++)
{ mclv* seenpp1 = NULL, *seenpp2 = NULL
; ofs level_up = fire_node(mx, i, &seenpp1)
; ofs level_dn = fire_node(tp, i, &seenpp2)
; ofs ccidx = node2cc->cols[i].ivps[0].idx
; dim ccsize = cc->cols[ccidx].n_ivps
; mclvFree(&seenpp1)
; mclvFree(&seenpp2)
; if ((i+1) % 500 == 0)
fputc('.', stderr)
; if (tab)
{ const char* label = mclTabGet(tab, mx->cols[i].vid, NULL)
; fputs(label, xfattr->fp)
; fputc('\t', xfattr->fp)
; }
else
fprintf
( xfattr->fp
, "%lu\t"
, (ulong) mx->cols[i].vid
)
; fprintf
( xfattr->fp
, "%ld\t%ld\t%lu\t%lu\t%lu\n"
, (long) level_up
, (long) level_dn
, (ulong) fwd->ivps[i].val
, (ulong) bwd->ivps[i].val
, (ulong) ccsize
)
; if (level_up < 0 || level_dn < 0)
fputc('.', stderr)
, n_cycle++
; }
if (n_cycle)
fputc('\n', stderr)
; mclvFree(&bwd)
; mclvFree(&fwd)
; mclxFree(&tp)
; }
int main
( int argc
, const char* argv[]
)
{ mcxIO *xfin = mcxIOnew("-", "r")
; mcxIO *xfout = mcxIOnew("-", "w")
; mclMatrix *mx = NULL
; mclx* cmapx = NULL, *rmapx = NULL
; const char* me = "mcxmap"
; long cshift = 0
; long rshift = 0
; long cmul = 1
; long rmul = 1
; mcxIO* xf_cannc = NULL
; mcxIO* xf_cannr = NULL
; mcxstatus status = STATUS_OK
; mcxbool invert = FALSE
; mcxbool invertr = FALSE
; mcxbool invertc = FALSE
; mcxIO* xf_map_c = NULL, *xf_map_r = NULL, *xf_map = NULL, *xf_tab = NULL
; mcxOption* opts, *opt
; mcxstatus parseStatus = STATUS_OK
; mcxLogLevel =
MCX_LOG_AGGR | MCX_LOG_MODULE | MCX_LOG_IO | MCX_LOG_GAUGE | MCX_LOG_WARN
; mclxIOsetQMode("MCLXIOVERBOSITY", MCL_APP_VB_NO)
; mclx_app_init(stderr)
; mcxOptAnchorSortById(options, sizeof(options)/sizeof(mcxOptAnchor) -1)
; opts = mcxOptParse(options, (char**) argv, argc, 1, 0, &parseStatus)
; if (!opts)
exit(0)
; for (opt=opts;opt->anch;opt++)
{ mcxOptAnchor* anch = opt->anch
; switch(anch->id)
{ case MY_OPT_HELP
: case MY_OPT_APROPOS
: mcxOptApropos(stdout, me, syntax, 0, 0, options)
; return 0
;
case MY_OPT_VERSION
: app_report_version(me)
; return 0
;
case MY_OPT_IMX
: mcxIOnewName(xfin, opt->val)
; break
;
case MY_OPT_OUT
: mcxIOnewName(xfout, opt->val)
; break
;
case MY_OPT_MUL
: cmul = atol(opt->val)
; rmul = cmul
; break
;
case MY_OPT_CMUL
: cmul = atol(opt->val)
; break
;
case MY_OPT_RMUL
: rmul = atol(opt->val)
; break
;
case MY_OPT_SHIFT
: cshift = atol(opt->val)
; rshift = atol(opt->val)
; break
;
case MY_OPT_CSHIFT
: cshift = atol(opt->val)
; break
;
case MY_OPT_RSHIFT
: rshift = atol(opt->val)
; break
;
case MY_OPT_MAP
: xf_map = mcxIOnew(opt->val, "r")
; invert = FALSE
; break
;
case MY_OPT_CMAP
: invertc = FALSE
; xf_map_c = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_RMAP
: invertr = FALSE
; xf_map_r = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_MAPI
: invert = TRUE
; xf_map = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_CMAPI
: invertc = TRUE
; xf_map_c = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_RMAPI
: invertr = TRUE
; xf_map_r = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_MAKE_MAP
: xf_cannc = mcxIOnew(opt->val, "w")
; xf_cannr = xf_cannc
; break
;
case MY_OPT_MAKE_MAPC
: xf_cannc = mcxIOnew(opt->val, "w")
; break
;
case MY_OPT_MAKE_MAPR
: xf_cannr = mcxIOnew(opt->val, "w")
; break
;
case MY_OPT_TAB
: xf_tab = mcxIOnew(opt->val, "r")
; break
;
}
}
/* little special case. restructure when it grows */
if (xf_tab)
{ mclTab* tab1, *tab2
; if (xf_map)
{ mcxIOopen(xf_map, EXIT_ON_FAIL)
; cmapx = mclxRead(xf_map, EXIT_ON_FAIL)
; }
else
mcxDie(1, me, "-tab option requires -map option")
; tab1 = mclTabRead(xf_tab, NULL, EXIT_ON_FAIL)
; if ((tab2 = mclTabMap(tab1, cmapx)))
mclTabWrite(tab2, xfout, NULL, EXIT_ON_FAIL)
; else
mcxDie(1, me, "map file error (subsumption/bijection)")
; return 0
; }
mx = mclxRead(xfin, EXIT_ON_FAIL)
; if (xf_map)
{ mcxIOopen(xf_map, EXIT_ON_FAIL)
; cmapx = mclxRead(xf_map, EXIT_ON_FAIL)
; rmapx = cmapx
; }
else
{ if (xf_map_c)
{ mcxIOopen(xf_map_c, EXIT_ON_FAIL)
; cmapx = mclxRead(xf_map_c, EXIT_ON_FAIL)
; }
else if (cshift || cmul > 1)
cmapx
= mclxMakeMap
( mclvCopy(NULL, mx->dom_cols)
, mclvMap(NULL, cmul, cshift, mx->dom_cols)
)
; else if (xf_cannc) /* fixme slightly flaky interface */
{ cmapx
= mclxMakeMap
( mclvCopy(NULL, mx->dom_cols)
, mclvCanonical(NULL, mx->dom_cols->n_ivps, 1.0)
)
; mclxWrite(cmapx, xf_cannc, MCLXIO_VALUE_GETENV, RETURN_ON_FAIL)
; }
if (xf_map_r)
{ mcxIOopen(xf_map_r, EXIT_ON_FAIL)
; rmapx = mclxRead(xf_map_r, EXIT_ON_FAIL)
; }
else if (rshift || rmul > 1)
rmapx
= mclxMakeMap
( mclvCopy(NULL, mx->dom_rows)
, mclvMap(NULL, rmul, rshift, mx->dom_rows)
)
; else if (xf_cannr)
{ rmapx
= mclxMakeMap
( mclvCopy(NULL, mx->dom_rows)
, mclvCanonical(NULL, mx->dom_rows->n_ivps, 1.0)
)
; if (xf_cannr != xf_cannc)
mclxWrite(rmapx, xf_cannr, MCLXIO_VALUE_GETENV, RETURN_ON_FAIL)
; else if (!mclxIsGraph(mx))
mcxErr(me, "row map not written but matrix is not a graph")
; }
}
if (invert && cmapx && cmapx == rmapx)
{ mclx* cmapxi = mclxTranspose(cmapx)
; mclxFree(&cmapx)
; cmapx = rmapx = cmapxi
; }
else
{ if ((invert || invertr) && rmapx)
{ mclx* rmapxi = mclxTranspose(rmapx)
; mclxFree(&rmapx)
; rmapx = rmapxi
; }
if ((invert || invertc) && cmapx)
{ mclx* cmapxi = mclxTranspose(cmapx)
; mclxFree(&cmapx)
; cmapx = cmapxi
; }
}
; status = STATUS_FAIL
; do
{ if (cmapx && mclxMapCols(mx, cmapx))
break
; if (rmapx && mclxMapRows(mx, rmapx))
break
; status = STATUS_OK
; }
while (0)
; if (status)
{ mcxErr(me, "error, nothing written")
; return 1
; }
mclxWrite(mx, xfout, MCLXIO_VALUE_GETENV, EXIT_ON_FAIL)
; return 0
; }
int main
( int argc
, const char* argv[]
)
{ mcxIO* xfdagreduce = NULL, *xfattr = NULL, *xfdiff = NULL
; double child_diff_lq = 0.2
; double parent_diff_gq = 0.4
; mcxIO* xfimx = mcxIOnew("-", "r"), *xfdag = NULL, *xftab = NULL
; mclTab* tab = NULL
; int q = -1
; mclx* mx
; unsigned char test_mode = 0
; mcxstatus parseStatus = STATUS_OK
; mcxOption* opts, *opt
; mcxOptAnchorSortById(options, sizeof(options)/sizeof(mcxOptAnchor) -1)
; if
(!(opts = mcxOptParse(options, (char**) argv, argc, 1, 0, &parseStatus)))
exit(0)
; mcxLogLevel =
MCX_LOG_AGGR | MCX_LOG_MODULE | MCX_LOG_IO | MCX_LOG_GAUGE | MCX_LOG_WARN
; mclxIOsetQMode("MCLXIOVERBOSITY", MCL_APP_VB_YES)
; mclx_app_init(stderr)
; for (opt=opts;opt->anch;opt++)
{ mcxOptAnchor* anch = opt->anch
; switch(anch->id)
{ case MY_OPT_HELP
: mcxOptApropos(stdout, me, syntax, 0, 0, options)
; return 0
;
case MY_OPT_VERSION
: app_report_version(me)
; return 0
;
case MY_OPT_TEST_CYCLE
: test_mode = 'c'
; break
;
case MY_OPT_TEST_CROSS
: test_mode = 'x'
; break
;
case MY_OPT_DAG_ATTR
: xfattr = mcxIOnew(opt->val, "w")
; mcxIOopen(xfattr, EXIT_ON_FAIL)
; break
;
case MY_OPT_DAG_DIFF
: xfdiff = mcxIOnew(opt->val, "w")
; break
;
case MY_OPT_DAG_REDUCE
: xfdagreduce = mcxIOnew(opt->val, "w")
; break
;
case MY_OPT_CHILD_DIFF_LQ
: child_diff_lq = atof(opt->val)
; break
;
case MY_OPT_PARENT_DIFF_GQ
: parent_diff_gq = atof(opt->val)
; break
;
case MY_OPT_QUERY
: q = atoi(opt->val)
; break
;
case MY_OPT_TAB
: xftab = mcxIOnew(opt->val, "r")
; break
;
case MY_OPT_IMX
: mcxIOnewName(xfimx, opt->val)
; break
;
}
}
; if (xfimx)
mx = mclxRead(xfimx, EXIT_ON_FAIL)
; else
mcxDie(1, me, "need -imx")
; if (xftab)
tab = mclTabRead(xftab, mx->dom_cols, EXIT_ON_FAIL)
; if (test_mode == 'c')
test_for_cycles(mx)
; else if (test_mode == 'x')
test_cross_ratio(mx)
; else if (xfattr)
get_attr(mx, tab, xfattr)
; else if (xfdagreduce)
{ mclxComposeHelper* ch = mclxComposePrepare(mx, mx)
; dim i
; for (i=0;i<N_COLS(mx);i++)
{ mclv* in = mx->cols+i
; mclv* out = mclxVectorCompose(mx, in, NULL, ch)
; mcldMinus(in, out, in)
; mclvFree(&out)
; }
mclxWrite(mx, xfdagreduce, MCLXIO_VALUE_GETENV, EXIT_ON_FAIL)
; mclxComposeRelease(&ch)
; }
else if (xfdiff)
dag_diff_select(mx, tab, xfdiff, child_diff_lq, parent_diff_gq)
; mclxFree(&mx)
; mcxIOfree(&xfimx)
; mcxIOfree(&xfdag)
; mcxIOfree(&xfattr)
; mcxIOfree(&xfdagreduce)
; return 0
; }
